Pandas for Everyone

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Publisher : Addison-Wesley Professional
ISBN 13 : 0134547055
Total Pages : 1093 pages
Book Rating : 4.1/5 (345 download)

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Book Synopsis Pandas for Everyone by : Daniel Y. Chen

Download or read book Pandas for Everyone written by Daniel Y. Chen and published by Addison-Wesley Professional. This book was released on 2017-12-15 with total page 1093 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Pandas for Everyone brings together practical knowledge and insight for solving real problems with Pandas, even if you’re new to Python data analysis. Daniel Y. Chen introduces key concepts through simple but practical examples, incrementally building on them to solve more difficult, real-world problems. Chen gives you a jumpstart on using Pandas with a realistic dataset and covers combining datasets, handling missing data, and structuring datasets for easier analysis and visualization. He demonstrates powerful data cleaning techniques, from basic string manipulation to applying functions simultaneously across dataframes. Once your data is ready, Chen guides you through fitting models for prediction, clustering, inference, and exploration. He provides tips on performance and scalability, and introduces you to the wider Python data analysis ecosystem. Work with DataFrames and Series, and import or export data Create plots with matplotlib, seaborn, and pandas Combine datasets and handle missing data Reshape, tidy, and clean datasets so they’re easier to work with Convert data types and manipulate text strings Apply functions to scale data manipulations Aggregate, transform, and filter large datasets with groupby Leverage Pandas’ advanced date and time capabilities Fit linear models using statsmodels and scikit-learn libraries Use generalized linear modeling to fit models with different response variables Compare multiple models to select the “best” Regularize to overcome overfitting and improve performance Use clustering in unsupervised machine learning

Red Panda & Moon Bear

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Author :
Publisher : Top Shelf Productions
ISBN 13 : 1684066867
Total Pages : 196 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Red Panda & Moon Bear by : Jarod Roselló

Download or read book Red Panda & Moon Bear written by Jarod Roselló and published by Top Shelf Productions. This book was released on 2019-07-24 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Red Panda and Moon Bear are the defenders of their community! Together, these brave siblings rescue lost cats, scold bullies, and solve mysteries, all before Mama and Papa get home. But lately... the mysteries have been extra mysterious. All of RP and MB's powers may not be enough to handle spooks, supervillains, alien invaders, and time warps! It'll take all their imagination--and some new friends--to uncover the secret cause behind all these events before the whole world goes crazy.

Mrs. Harkness and the Panda

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Publisher : Knopf Books for Young Readers
ISBN 13 : 0375984682
Total Pages : 40 pages
Book Rating : 4.3/5 (759 download)

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Book Synopsis Mrs. Harkness and the Panda by : Alicia Potter

Download or read book Mrs. Harkness and the Panda written by Alicia Potter and published by Knopf Books for Young Readers. This book was released on 2012-03-13 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1934, Ruth Harkness had never seen a panda bear. Not many people in the world had. But soon the young Mrs. Harkness would inherit an expedition from her explorer husband: the hunt for a panda. She knew that bringing back a panda would be hard. Impossible, even. But she intended to try. So she went to China, where she found a guide, built traps, gathered supplies, and had explorers' clothes made—unheard of for a woman in those days. Then she set out up the Yangtze River and into the wilderness. What she discovered would awe America: an adorable baby panda she named Su Lin, which means "a little bit of something very cute." With breathtaking illustrations from Caldecott Honor artist Melissa Sweet, this little-known true story shares the tale of an adventurous woman who was bold and brave—and the unforgettable journey that helped shape American attitudes toward wildlife.

Red Panda

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Publisher : Academic Press
ISBN 13 : 0128237546
Total Pages : 609 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Red Panda by : Angela R. Glatston

Download or read book Red Panda written by Angela R. Glatston and published by Academic Press. This book was released on 2021-10-28 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Red Panda: Biology and Conservation of the First Panda, Second Edition, provides the most up-to-date research, data, and conservation solutions for the red pandas, Ailurus species. Since the publication of the previous edition in 2010, the International Union for Conservation of Nature (IUCN) updated the threat level of red pandas, and they are now considered to be endangered. This latest edition is updated to provide an in-depth look at the scientific and conservation-based issues urgently facing the red panda today. Led by one of the world's leading authorities and advocates for red panda conservation, this new edition includes data from the Population and Habitat Viability (PHVA) workshops conducted in three of the species' range states, Nepal, China, and India; these workshops utilized firsthand information on the decrease of red panda populations due to factors including deforestation, illegal pet trade, human population growth, and climate change. This book also includes updated information from the first edition on reproduction, anatomy, veterinary care, zoo management, and fossil history. - Discusses the evidence for two species of red panda and how this might impact conservation efforts - Reports on status in the wild, looks at conservation issues and considers the future of this unique species - Written by long-standing red panda experts as well as those specializing in fields involving cutting-edge red panda research - Includes new chapters on topic including the impact of climate change, how bamboo influences distribution, and conservation in Bhutan and Myanmar

Camp Panda

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Publisher : HarperCollins
ISBN 13 : 1328476650
Total Pages : 69 pages
Book Rating : 4.3/5 (284 download)

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Book Synopsis Camp Panda by : Catherine Thimmesh

Download or read book Camp Panda written by Catherine Thimmesh and published by HarperCollins. This book was released on 2018-04-10 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robert F. Sibert Honor Award winner "Complementing Thimmesh's thoughtful, engagingly written text are many arrestingly adorable color photographs of pandas in training and in the wild. A timely, uplifting story." —Kirkus, starred review From the Sibert medal–winning author of Team Moon and the bestselling Girls Think of Everything comes a riveting, timely account of panda conservation efforts in China, perfect for budding environmentalists and activists. Roughly a thousand years ago, an estimated 23,000 pandas roamed wild and free through their native China. But within the past forty years, more than fifty percent of the panda’s already shrinking habitat has been destroyed by humans, leaving the beautiful and beloved giant panda vulnerable to extinction. Despite the seemingly insurmountable odds—poaching, habitat destruction, pollution, human overpopulation, and global climate change—the panda is making a comeback. How? By humans teaching baby pandas how to be wild and stay wild. Chicago Public Library Best of the Year Kirkus Best Book of the Year Junior Library Guild Selection

American Panda

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Publisher : Simon & Schuster Books for Young Readers
ISBN 13 : 1481499114
Total Pages : 336 pages
Book Rating : 4.4/5 (814 download)

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Book Synopsis American Panda by : Gloria Chao

Download or read book American Panda written by Gloria Chao and published by Simon & Schuster Books for Young Readers. This book was released on 2019-07-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Weepingly funny.” —The Wall Street Journal “Delightful.” —BuzzFeed “Charmed my socks off.” —David Arnold, New York Times bestselling author of Kids of Appetite and Mosquitoland Four starred reviews for this incisive, laugh-out-loud contemporary debut about a Taiwanese American teen whose parents want her to be a doctor and marry a Taiwanese Ivy Leaguer despite her squeamishness with germs and crush on a Japanese classmate. At seventeen, Mei should be in high school, but skipping fourth grade was part of her parents’ master plan. Now a freshman at MIT, she is on track to fulfill the rest of this predetermined future: become a doctor, marry a preapproved Taiwanese Ivy Leaguer, produce a litter of babies. With everything her parents have sacrificed to make her cushy life a reality, Mei can’t bring herself to tell them the truth—that she (1) hates germs, (2) falls asleep in biology lectures, and (3) has a crush on her classmate Darren Takahashi, who is decidedly not Taiwanese. But when Mei reconnects with her brother, Xing, who is estranged from the family for dating the wrong woman, Mei starts to wonder if all the secrets are truly worth it. Can she find a way to be herself, whoever that is, before her web of lies unravels? From debut author Gloria Chao comes a hilarious, heartfelt tale of how, unlike the panda, life isn’t always so black and white.

Thank You, Mr. Panda

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Author :
Publisher : Scholastic Inc.
ISBN 13 : 1338184954
Total Pages : 32 pages
Book Rating : 4.3/5 (381 download)

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Book Synopsis Thank You, Mr. Panda by : Steve Antony

Download or read book Thank You, Mr. Panda written by Steve Antony and published by Scholastic Inc.. This book was released on 2017-09-26 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bestselling Mr. Panda is back with a funny message about saying "thank you!" Generous Mr. Panda is giving away presents to all his animal friends, but they aren't being very grateful about the gifts they receive. It may be because the presents aren't quite right. Mouse receives a sweater that's too big, and Octopus gets six colorful socks even though he has eight legs. Fortunately, thoughtful little Lemur knows that even if the present isn't perfect, it's the thought that counts most of all.Just as Mr. Panda introduced good manners in Please, Mr. Panda and the importance of being patient in I'll Wait, Mr. Panda, Thank You, Mr. Panda is a graphic, kid-friendly way of teaching little ones the importance of saying "thank you" and recognizing that it's the thought that counts most of all behind every gift.

Red Panda

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Publisher : William Andrew
ISBN 13 : 1437778143
Total Pages : 489 pages
Book Rating : 4.4/5 (377 download)

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Book Synopsis Red Panda by : Angela R. Glatston

Download or read book Red Panda written by Angela R. Glatston and published by William Andrew. This book was released on 2010-11-25 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Red Panda: Biology and Conservation of the First Panda provides a broad-based overview of the biology of the red panda, Ailurus fulgens. A carnivore that feeds almost entirely on vegetable material and is colored chestnut red, chocolate brown and cream rather than the expected black and white. This book gathers all the information that is available on the red panda both from the field and captivity as well as from cultural aspects, and attempts to answer that most fundamental of questions, "What is a red panda?" Scientists have long focused on the red panda's controversial taxonomy. Is it in fact an Old World procyonid, a very strange bear or simply a panda? All of these hypotheses are addressed in an attempt to classify a unique species and provide an in-depth look at the scientific and conservation-based issues urgently facing the red panda today. Red Panda not only presents an overview of the current state of our knowledge about this intriguing species but it is also intended to bring the red panda out of obscurity and into the spotlight of public attention. - Wide-ranging account of the red panda (Ailurus fulgens) covers all the information that is available on this species both in and ex situ - Discusses the status of the species in the wild, examines how human activities impact on their habitat, and develops projections to translate this in terms of overall panda numbers - Reports on status in the wild, looks at conservation issues and considers the future of this unique species - Includes contributions from long-standing red panda experts as well as those specializing in fields involving cutting-edge red panda research.

Draw with Rob at Christmas

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Publisher : HarperCollins Children's Books
ISBN 13 : 9780008419127
Total Pages : 0 pages
Book Rating : 4.4/5 (191 download)

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Book Synopsis Draw with Rob at Christmas by : Rob Biddulph

Download or read book Draw with Rob at Christmas written by Rob Biddulph and published by HarperCollins Children's Books. This book was released on 2020-10-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Merry Christmas! The internet phenomenon #DrawWithRob is now a fantastically festive art activity book for you to draw with Rob at home... The second book based on the viral videos seen everywhere on YouTube, Facebook, TikTok, TV, and more, from the creative genius and bestselling author Rob Biddulph! Christmas is different this year, with more families at home and wondering what to do! Pick up your pencils and join thousands of children around the world and #DrawWithRob - celebrating Christmas has never been so much fun! The first DRAW WITH ROB activity book went to Number One in the charts and was named 'Book of the Year' at the 2020 Sainsbury's Children's Book Awards! Now every family can share this fantastically festive new art activity book for Christmas. Join Rob and learn to draw your favourite Christmas characters - from Polar Bears to Elves and from Father Christmas to a Snowman, this perfect present is packed with arts, crafts and festive fun. The bestselling and award-winning author/illustrator Rob Biddulph is the genius behind the phenomenal, viral sensation that is DRAW WITH ROB and the accompanying activity book, and now the sensational DRAW WITH ROB AT CHRISTMAS - bringing joy to families everywhere with his easy to follow instructions and warm-hearted humour. So whether you're in home education, home-schooling, learning to draw or just having fun, let Rob show you that anyone can learn to #DrawWithRob! *WITH PERFORATED PAGES SO YOU CAN EASILY TEAR OUT AND DISPLAY YOUR ART!* Rob's original hit videos are also available at www.robbiddulph.com, and on Facebook, YouTube, TikTok, and Instagram, with Rob appearing on TV to talk about them too. Perfect stay-at-home fun for boys, girls, and everyone aged three to one hundred and three, and a wonderful introduction to Rob Biddulph's bestselling picture book range - including the Waterstones Children's Book Prize-winning Blown Away, Odd Dog Out, and many more! Available in all good bookstores and online retailers, and perfect for children who are learning to read - or just love to!

Language, Education, and Identity

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Publisher : Taylor & Francis
ISBN 13 : 1000407853
Total Pages : 201 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Language, Education, and Identity by : Chaise LaDousa

Download or read book Language, Education, and Identity written by Chaise LaDousa and published by Taylor & Francis. This book was released on 2021-07-08 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines medium of instruction in education and studies its social, economic, and political significance in the lives of people living in South Asia. It provides insight into the meaning of medium and what makes it so important to identity, aspiration, and inequality. It questions the ideologized associations between education and social and spatial mobility and discusses the gender- and class-based marginalization that comes with vernacular-medium education. The volume also considers how policy measures, such as the Right to Education (RTE) Act in India, have failed to address the inequalities brought by medium in schools, and investigates questions on language access, inclusion, and rights. Drawing on extensive fieldwork and in-depth interviews, the book will be indispensable for students and scholars of anthropology, education studies, sociolinguistics, sociology, and South Asian studies. It will also appeal to those interested in language and education in South Asia, especially the role of language in the reproduction of inequality.

Giant Pandas

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Publisher :
ISBN 13 : 9780511241598
Total Pages : 586 pages
Book Rating : 4.2/5 (415 download)

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Book Synopsis Giant Pandas by :

Download or read book Giant Pandas written by and published by . This book was released on 2006 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: The giant panda is one of the world's most recognized animals, but until now the biology of this threatened species has been a mystery. This is the first book to summarize the present state of knowledge about panda biology, encompassing topics such as reproduction, behaviour, nutrition, genetics and veterinary medicine.

Amanda Panda and the Bigger, Better Birthday

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Publisher : Doubleday Books for Young Readers
ISBN 13 : 1524768197
Total Pages : 33 pages
Book Rating : 4.5/5 (247 download)

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Book Synopsis Amanda Panda and the Bigger, Better Birthday by : Candice Ransom

Download or read book Amanda Panda and the Bigger, Better Birthday written by Candice Ransom and published by Doubleday Books for Young Readers. This book was released on 2018-06-05 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the hilarious follow-up to Amanda Panda Quits Kindergarten, strong, sassy, and funny Amanda Panda is having a birthday crisis! Amanda Panda's birthday is tomorrow. She'll be the first kid in her class to turn six! But when she gets to the bus stop, her best friend/worst enemy Bitsy announces that today is HER birthday! And her party is planned for Saturday, the same day as Amanda's! Birthday dreams ruined, Amanda's can't keep her temper in check at school. By recess, it looks like Amanda's birthday plans—and her friendship with Bitsy—is over. But when the girls stop arguing long enough to listen to each other, they come up wtih a birthday plan that is TWICE the fun. Young children will learn about sharing, compromise, and conflict resolution, all the while laughing along with Amanda and Bitsy in this adorable, school-based story from a new favorite character. Reminiscent of the strength and charm of Russell and Lillian Hoban's Frances the Badger, Lilly of Lilly's Purple Plastic Purse, and Peggy Rathmann's Ruby the Copycat, veteran children's author Candice Ransom has perfectly captured the spirit, motivations, and voice of a headstrong five-(almost-six)-year-old girl. "A sweet celebration of friendship and the drama of kindergarten."—Kirkus "Text and illustrations work harmoniously to capture the feelings of disappointment when faced with the sticky situation of having a birthday party on the same day as a classmate, and all the worries that come with it. . . . A sweet story on a familiar birthday party conundrum faced by many school-age children and their parents."—School Library Journal

Joy the Pandacorn

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Publisher : Spork
ISBN 13 : 9781950169566
Total Pages : 32 pages
Book Rating : 4.1/5 (695 download)

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Book Synopsis Joy the Pandacorn by : Maggie Brown

Download or read book Joy the Pandacorn written by Maggie Brown and published by Spork. This book was released on 2021-06-10 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Joy the Pandacorn is 50% unicorn, 50% panda, and 100% excited about her first day of school. But when neither the unicorns nor the pandas want her to sit with them, she's totally crushed. With the help of an unexpected friend, Joy creates her own happiness while showing her classmates that playing together is the best combination of all!

Mentor Texts That Multitask [Grades K-8]

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Publisher : Corwin Press
ISBN 13 : 1071859285
Total Pages : 297 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Mentor Texts That Multitask [Grades K-8] by : Pamela Koutrakos

Download or read book Mentor Texts That Multitask [Grades K-8] written by Pamela Koutrakos and published by Corwin Press. This book was released on 2021-12-09 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamline literacy learning with power-packed children’s books Pam Koutrakos shows how to streamline and integrate literacy instruction using a single children’s text for a variety of purposes, weaving together different aspects of literacy from reading and writing to spelling and grammar. This user-friendly resource is packed with ready-to-go lessons and tools to create and teach using multitasking texts. Resources include Full lessons centered on high-quality, inclusive children’s literature A DIY section to help teachers plan and teach lessons Dozens of student and classroom examples Printables available online to help with immediate implementation

Spike-based learning application for neuromorphic engineering

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832553184
Total Pages : 235 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Spike-based learning application for neuromorphic engineering by : Anup Das

Download or read book Spike-based learning application for neuromorphic engineering written by Anup Das and published by Frontiers Media SA. This book was released on 2024-08-22 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spiking Neural Networks (SNN) closely imitate biological networks. Information processing occurs in both spatial and temporal manner, making SNN extremely interesting for the pertinent mimicking of the biological brain. Biological brains code and transmit the sensory information in the form of spikes that capture the spatial and temporal information of the environment with amazing precision. This information is processed in an asynchronous way by the neural layer performing recognition of complex spatio-temporal patterns with sub-milliseconds delay and at with a power budget in the order of 20W. The efficient spike coding mechanism and the asynchronous and sparse processing and communication of spikes seems to be key in the energy efficiency and high-speed computation capabilities of biological brains. SNN low-power and event-based computation make them more attractive when compared to other artificial neural networks (ANN).

"One health" approach for revealing reservoirs and transmission of antimicrobial resistance, volume II

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832517471
Total Pages : 276 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis "One health" approach for revealing reservoirs and transmission of antimicrobial resistance, volume II by : Jean-Marc Rolain

Download or read book "One health" approach for revealing reservoirs and transmission of antimicrobial resistance, volume II written by Jean-Marc Rolain and published by Frontiers Media SA. This book was released on 2023-03-17 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:

OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119584701
Total Pages : 600 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide by : Jeanne Boyarsky

Download or read book OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide written by Jeanne Boyarsky and published by John Wiley & Sons. This book was released on 2019-12-05 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: This OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide: Exam 1Z0-815 and the Programmer II Study Guide: Exam 1Z0-816 were published before Oracle announced major changes to its OCP certification program and the release of the new Developer 1Z0-819 exam. No matter the changes, rest assured both of the Programmer I and II Study Guides cover everything you need to prepare for and take Exam 1Z0-819. If you’ve purchased one of the Programmer Study Guides, purchase the other one and you’ll be all set. NOTE: The OCP Java SE 11 Programmer I Exam 1Z0-815 and Programmer II Exam 1Z0-816 have been retired (as of October 1, 2020), and Oracle has released a new Developer Exam 1Z0-819 to replace the previous exams. The Upgrade Exam 1Z0-817 remains the same. The comprehensive study aide for those preparing for the new Oracle Certified Professional Java SE Programmer I Exam 1Z0-815 Used primarily in mobile and desktop application development, Java is a platform-independent, object-oriented programming language. It is the principal language used in Android application development as well as a popular language for client-side cloud applications. Oracle has updated its Java Programmer certification tracks for Oracle Certified Professional. OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide covers 100% of the exam objectives, ensuring that you are thoroughly prepared for this challenging certification exam. This comprehensive, in-depth study guide helps you develop the functional-programming knowledge required to pass the exam and earn certification. All vital topics are covered, including Java building blocks, operators and loops, String and StringBuilder, Array and ArrayList, and more. Included is access to Sybex's superior online interactive learning environment and test bank—containing self-assessment tests, chapter tests, bonus practice exam questions, electronic flashcards, and a searchable glossary of important terms. This indispensable guide: Clarifies complex material and strengthens your comprehension and retention of key topics Covers all exam objectives such as methods and encapsulation, exceptions, inheriting abstract classes and interfaces, and Java 8 Dates and Lambda Expressions Explains object-oriented design principles and patterns Helps you master the fundamentals of functional programming Enables you to create Java solutions applicable to real-world scenarios There are over 9 millions developers using Java around the world, yet hiring managers face challenges filling open positions with qualified candidates. The OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide will help you take the next step in your career.